About

I am a machine learning researcher at Rasa with a background in mathematics and physics. At Rasa I work on natural language processing with a particular focus on human-machine dialogue.

Curriculum Vitae

DateTypeDescriptionPlace
2019 - presentWorkMachine learning researcherRasa
2018WorkSoftware developerFGEU mbH
2018TeachTeaching fellowUniversity of Otago
2014 - 2018StudyPhD in mathematicsUniversity of Otago
2018TeachTutor for undergraduate physicsUniveristy of Otago’s Disability Information
and Support Office
2016 - 2017WorkTechnology evangelistWolfram Research
2015 - 2017TeachTutor for mathematicsUniversity of Otago
2011 - 2014StudyMSc in physicsUniversity of Potsdam
Max Planck Institute for Gravitational Physics
2012 - 2014WorkSoftware developerFGEU mbH
2011 - 2013TeachTutor for undergraduate physicsUniversity of Potsdam
2012StudyComplex Quantum Systems (CoQuS) summer schoolUniversity of Vienna
2011StudyDAAD, RISE in North America programmeYork University
2007 - 2011StudyBSc in physicsFree University of Berlin
Uppsala University
2006 - 2007WorkVoluntary ecological yearFGEU mbH

Publications

The following list does not include blog posts, minor conference papers or presentations.

Machine Learning

Mosig, J. E. M., Mehri, S., & Kober, T. (2020). STAR: A Schema-Guided Dialog Dataset for Transfer Learning. ArXiv:2010.11853 [Cs].
Mosig, J. E. M., Vlasov, V., & Nichol, A. (2020). Where is the context? -- A critique of recent dialogue datasets. ArXiv:2004.10473 [Cs].
Vlasov, V., Mosig, J. E. M., & Nichol, A. (2019). Dialogue Transformers. ArXiv:1910.00486 [Cs].

Physics

Fräßdorf, C., & Mosig, J. E. M. (2017). Chemical-potential flow equations for graphene with Coulomb interactions. ArXiv Preprint ArXiv:1707.03920.
Fräßdorf, C., & Mosig, J. E. M. (2017). Keldysh functional renormalization group for electronic properties of graphene. Physical Review B, 95(12). https://doi.org/10.1103/PhysRevB.95.125412
Mosig, J. E. M. (2014). Spin Fields and Hidden Symmetries in Curved Spacetime [Master Thesis]. University of Potsdam.
Mosig, J. E. M. (2011). Electromagnetic Processes with Hadronic Final State Pion, Kaon, Antikaon [Bachelor Thesis]. Freie Universität Berlin.

Sea Ice & Ocean Modeling

Meylan, M. H., Bennetts, L. G., Mosig, J. E. M., Rogers, W. E., Doble, M. J., & Peter, M. A. (2018). Dispersion Relations, Power Laws, and Energy Loss for Waves in The Marginal Ice Zone. Journal of Geophysical Research: Oceans. https://doi.org/10.1002/2018JC013776
Mosig, J. E. M. (2018). Contemporary wave–ice interaction models [PhD, University of Otago].
Mosig, J. E. M., Montiel, F., & Squire, V. A. (2016). Water wave scattering from a mass loading ice floe of random length using generalised polynomial chaos. Wave Motion. https://doi.org/10.1016/j.wavemoti.2016.09.005
Mosig, J. E. M., Montiel, F., & Squire, V. A. (2015). Comparison of viscoelastic-type models for ocean wave attenuation in ice-covered seas. Journal of Geophysical Research: Oceans, 120(9), 6072–6090. https://doi.org/10.1002/2015JC010881
Mosig, J. E. M., Montiel, F., & Squire, V. A. (2015, September). Rheological models of flexural-gravity waves in an ice covered ocean on large scales. 7th International Conference on Hydroelasticity in Marine Technology. HYEL 2015, Split, Croatia.

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Last Update: 2021-08-15